# Reproducibility Checklist

Complete every item before public release.

## Claims and scope

- [x] Primary research question is stated.
- [x] Confirmatory hypotheses are stated before training.
- [x] In-scope and out-of-scope uses are stated.
- [ ] Final claims match the evaluation unit.

## Data

- [ ] Immutable model and dataset revisions recorded.
- [ ] Train and validation indices committed.
- [ ] Split-index SHA-256 checksums recorded.
- [ ] Real line benchmark frozen before prediction review.
- [ ] Exclusion rules and counts reported.
- [ ] Dataset licenses and attributions included.

## Training

- [x] Seeds and fixed hyperparameters declared.
- [ ] Hardware and runtime recorded.
- [ ] Dependency versions recorded.
- [ ] Checkpoints saved in safetensors format.
- [ ] TensorBoard logs retained under `runs/`.
- [ ] Three seeded runs completed.

## Evaluation

- [x] CER is the primary metric.
- [x] WER is secondary.
- [x] Text normalization is specified.
- [ ] Raw and normalized results reported.
- [ ] Paired bootstrap confidence intervals reported.
- [ ] Baselines run on identical evaluation units.
- [ ] Period-level sample counts reported.
- [ ] Error analysis follows the pre-declared taxonomy.

## Publication

- [ ] Intermediate checkpoint license clarified.
- [ ] Model-card metadata updated with the final license.
- [ ] Real results added to `model-index`.
- [ ] Inference example tested from a clean environment.
- [ ] Intended use, limitations, bias, and responsible-use sections reviewed.
- [ ] DOI generated after the repository becomes stable.
- [ ] Final citation added.